2022 - Pattern Recognition Lab

Dissertations

Bayer S.:
Point-based Registration of Vascular Structures: Applications for Diagnostic and Interventional Procedures (Thesis, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/19706
BibTeX: Download
Davari A.:
Hyperspectral Image Analysis using Limited Data (Dissertation, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/18583
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Horndasch A.:
Using Contextual Information to Process Out-of-Vocabulary Words in Spoken Dialog Systems (Dissertation, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/20700
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Marzahl C.:
Deep Learning-based Cell Detection in Microscopy Images (Dissertation, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/18234
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Preuhs E.:
Acquisition and Reconstruction Methods for Multidimensional and Quantitative Magnetic Resonance Imaging (Thesis, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/19067
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Rücker N.:
Log File Processing - Changes, Challenges, and Chances (Thesis, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/20073
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Schneider M.:
Quantitative Biomarkers for Abdominal Magnetic Resonance Imaging (Dissertation, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/19123
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Utzschneider M.:
Acquisition- and Reconstruction-Techniques for Sodium Quantification in the Skeletal Muscle using Sodium Magnetic Resonance Imaging (23Na MRI) (Dissertation, 2022)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21277
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Monographs

Arias Vergara T.:
Analysis of Pathological Speech Signals
Erlangen, Bayern, Germany: Logos Verlag Berlin GmbH, 2022
(Studien zur Mustererkennung, Vol.50)
ISBN: 978-3-8325-5561-0
URL: https://logos-verlag.eu/cgi-bin/engbuchmid?isbn=5561&lng=eng&id=
BibTeX: Download
Pérez Toro PA., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR., Arias Vergara T.:
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
Springer Science and Business Media Deutschland GmbH, 2022
ISBN: 9783031162695
DOI: 10.1007/978-3-031-16270-1_29
BibTeX: Download

Journal articles

Arias Vergara T., Schraut T., Orozco-Arroyave JR., Döllinger M.:
Parameterization of voice onset for automatic assessment of Parkinson’s disease
In: Journal of the Acoustical Society of America 152 (2022), p. A140-A140
ISSN: 0001-4966
DOI: 10.1121/10.0015820
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Arias Vergara T., Schraut T., Orozco-Arroyave JR., Döllinger M.:
Parameterization of voice onset for automatic assessment of Parkinson’s disease
In: Journal of the Acoustical Society of America 152 (2022), p. A140-A140
ISSN: 0001-4966
DOI: 10.1121/10.0015820
BibTeX: Download
Arias-Vergara T., Batliner A., Rader T., Polterauer D., Högerle C., Müller J., Orozco-Arroyave JR., Nöth E., Schuster M.:
Adult Cochlear Implant Users Versus Typical Hearing Persons: An Automatic Analysis of Acoustic–Prosodic Parameters
In: Journal of Speech Language and Hearing Research 65 (2022), p. 4623-4636
ISSN: 1092-4388
DOI: 10.1044/2022_JSLHR-21-00116
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Batliner A., Hantke S., Schuller B.:
Ethics and Good Practice in Computational Paralinguistics
In: IEEE Transactions on Affective Computing 13 (2022), p. 1236-1253
ISSN: 1949-3045
DOI: 10.1109/TAFFC.2020.3021015
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Bergler C., Smeele SQ., Tyndel SA., Barnhill A., Ortiz ST., Kalan AK., Cheng RX., Brinkløv S., Osieka AN., Tougaard J., Jakobsen F., Wahlberg M., Nöth E., Maier A., Klump BC.:
ANIMAL‐SPOT enables animal‐independent signal detection and classification using deep learning
In: Scientific Reports 12 (2022), p. 1-16
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26429-y
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Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer Assistance: A New Gold Standard for the Mitotic Count?
In: Journal of Comparative Pathology 191 (2022)
ISSN: 0021-9975
DOI: 10.1016/j.jcpa.2021.11.017
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Bertram CA., Aubreville M., Donovan TA., Bartel A., Wilm F., Marzahl C., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Haverkamp AK., Heier A., Lehmbecker A., Merz S., Noland EL., Plog S., Schmidt A., Sebastian F., Sledge DG., Smedley RC., Tecilla M., Thaiwong T., Fuchs-Baumgartinger A., Meuten DJ., Breininger K., Kiupel M., Maier A., Klopfleisch R.:
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
In: Veterinary Pathology 59 (2022), p. 211-226
ISSN: 0300-9858
DOI: 10.1177/03009858211067478
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Bertram CA., Marzahl C., Bartel A., Stayt J., Bonsembiante F., Beeler-Marfisi J., Barton AK., Brocca G., Gelain ME., Glasel A., Du Preez K., Weiler K., Weissenbacher-Lang C., Breininger K., Aubreville M., Maier A., Klopfleisch R., Hill J.:
Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm
In: Veterinary Pathology (2022)
ISSN: 0300-9858
DOI: 10.1177/03009858221137582
BibTeX: Download
Bommes L., Hoffmann M., Buerhop-Lutz C., Pickel T., Hauch J., Brabec C., Maier A., Peters IM.:
Anomaly detection in IR images of PV modules using supervised contrastive learning
In: Progress in Photovoltaics (2022)
ISSN: 1062-7995
DOI: 10.1002/pip.3518
BibTeX: Download
Carvajal-Castano HA., Pérez Toro PA., Orozco Arroyave JR.:
Classification of Parkinson's Disease Patients-A Deep Learning Strategy
In: Electronics 11 (2022), Article No.: 2684
ISSN: 2079-9292
DOI: 10.3390/electronics11172684
BibTeX: Download
Chen S., Zhong X., Dorn S., Ravikumar N., Tao Q., Huang X., Lell M., Kachelriess M., Maier A.:
Improving Generalization Capability of Multiorgan Segmentation Models Using Dual-Energy CT
In: IEEE Transactions on Radiation and Plasma Medical Sciences 6 (2022), p. 79-86
ISSN: 2469-7311
DOI: 10.1109/TRPMS.2021.3055199
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Davari A., Baller C., Seehaus T., Braun M., Maier A., Christlein V.:
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 60 (2022), p. 1-10
ISSN: 0196-2892
DOI: 10.1109/TGRS.2022.3158591
URL: https://arxiv.org/pdf/2103.05715
BibTeX: Download
Denck J., Haas O., Guehring J., Maier A., Rothgang E.:
Automated Protocoling for MRI Exams-Challenges and Solutions
In: Journal of Digital Imaging (2022)
ISSN: 0897-1889
DOI: 10.1007/s10278-022-00610-1
BibTeX: Download
Dutta B., Root K., Ullmann I., Wagner F., Mayr M., Seuret M., Thies M., Stromer D., Christlein V., Schür J., Maier A., Huang Y.:
Deep learning for terahertz image denoising in nondestructive historical document analysis
In: Scientific Reports 12 (2022), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26957-7
URL: https://www.nature.com/articles/s41598-022-26957-7
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Facco Rodrigues V., Righi RR., Andre da Costa C., Stoffel Antunes R., Bazo R., Reis ES., Seewald LA., S. LG., Eskofier B.:
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
In: IEEE Internet of Things (2022)
ISSN: 2327-4662
DOI: 10.1109/JIOT.2022.3160633
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Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15617
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Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Advanced neural networks for classification of MRI in psoriatic arthritis, seronegative, and seropositive rheumatoid arthritis
In: Rheumatology (2022)
ISSN: 1462-0324
DOI: 10.1093/rheumatology/keac197
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Folle L., Simon D., Tascilar K., Krönke G., Liphardt AM., Maier A., Schett G., Kleyer A.:
Deep Learning-Based Classification of Inflammatory Arthritis by Identification of Joint Shape Patterns—How Neural Networks Can Tell Us Where to “Deep Dive” Clinically
In: Frontiers in Medicine 9 (2022)
ISSN: 2296-858X
DOI: 10.3389/fmed.2022.850552
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Gadjimuradov F., Benkert T., Nickel MD., Führes T., Saake M., Maier A.:
Deep Learning-Guided Weighted Averaging for Signal Dropout Compensation in DWI of the Liver
In: Magnetic Resonance in Medicine (2022)
ISSN: 0740-3194
DOI: 10.1002/mrm.29380
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Galaz Z., Drotar P., Mekyska J., Gazda M., Mucha J., Zvoncak V., Smekal Z., Faundez-Zanuy M., Castrillon R., Orozco Arroyave JR., Rapcsak S., Kincses T., Brabenec L., Rektorova I.:
Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset
In: Frontiers in Neuroinformatics 16 (2022)
ISSN: 1662-5196
DOI: 10.3389/fninf.2022.877139
BibTeX: Download
García AM., Escobar-Grisales D., Vásquez Correa JC., Bocanegra Y., Moreno L., Carmona J., Orozco Arroyave JR.:
Detecting Parkinson’s disease and its cognitive phenotypes via automated semantic analyses of action stories
In: npj Parkinson’s Disease 8 (2022), Article No.: 163
ISSN: 2373-8057
DOI: 10.1038/s41531-022-00422-8
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Gottschalk T., Maier A., Kordon F., Kreher BW.:
DL-based inpainting for metal artifact reduction for cone beam CT using metal path length information
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15909
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Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imagery
In: Earth System Science Data 14 (2022), p. 4287--4313
ISSN: 1866-3508
DOI: 10.5194/essd-14-4287-2022
URL: https://essd.copernicus.org/articles/14/4287/2022/
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Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
Single-material beam hardening correction via an analytical energy response model for diagnostic CT
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15787
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Hatamikia S., Biguri A., Herl G., Kronreif G., Reynolds T., Kettenbach J., Russ T., Tersol A., Maier A., Figl M., Siewerdsen JH., Birkfellner W.:
Source-detector trajectory optimization in cone-beam computed tomography: a comprehensive review on today's state-of-the-art
In: Physics in Medicine and Biology 67 (2022)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ac8590
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Hoßbach J., Splitthoff DN., Cauley S., Clifford B., Polak D., Lo WC., Meyer H., Maier A.:
Deep learning-based motion quantification from k-space for fast model-based magnetic resonance imaging motion correction
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.16119
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Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Dörfler A., Maier A., Fietkau R., Putz F.:
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data
In: Medical Physics (2022), Article No.: 15863
ISSN: 0094-2405
DOI: 10.1002/mp.15863
URL: https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15863
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Hunger L., Rajput JR., Klein K., Mennecke A., Fabian M., Schmidt M., Glang F., Herz K., Liebig P., Nagel AM., Scheffler K., Dörfler A., Maier A., Zaiß M.:
DeepCEST 7 T: Fast and homogeneous mapping of 7 T CEST MRI parameters and their uncertainty quantification
In: Magnetic Resonance in Medicine (2022)
ISSN: 0740-3194
DOI: 10.1002/mrm.29520
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Kapsner L., Ohlmeyer S., Folle L., Laun FB., Nagel AM., Liebert A., Schreiter H., Beckmann M., Uder M., Wenkel E., Bickelhaupt S.:
Automated artifact detection in abbreviated dynamic contrast-enhanced (DCE) MRI-derived maximum intensity projections (MIPs) of the breast
In: European Radiology (2022)
ISSN: 0938-7994
DOI: 10.1007/s00330-022-08626-5
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Klein L., Liu C., Steidel J., Enzmann L., Knaup M., Sawall S., Maier A., Lell M., Maier J., Kachelriess M.:
Patient-specific radiation risk-based tube current modulation for diagnostic CT
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15673
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Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery
In: Journal of Imaging 8 (2022), Article No.: 108
ISSN: 2313-433X
DOI: 10.3390/jimaging8040108
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Kuhnert N., Maier A.:
FlexParser—The adaptive log file parser for continuous results in a changing world
In: Journal of Software: Evolution and Process 34 (2022), p. e2426
ISSN: 2047-7481
DOI: 10.1002/smr.2426
URL: https://onlinelibrary.wiley.com/doi/epdf/10.1002/smr.2426
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Löffler C., Reeb L., Dzibela D., Marzilger R., Witt N., Eskofier B., Mutschler C.:
Deep Siamese Metric Learning: A Highly Scalable Approach to Searching Unordered Sets of Trajectories
In: ACM Transactions on Intelligent Systems and Technology 13 (2022), Article No.: 6
ISSN: 2157-6904
DOI: 10.1145/3465057
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Madhu P., Marquart T., Kosti RV., Suckow D., Bell P., Maier A., Christlein V.:
ICC++: Explainable Feature Learning for Art History using Image Compositions
In: Pattern Recognition (2022), p. 109153
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2022.109153
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Madhu P., Villar-Corrales A., Kosti RV., Bendschus T., Reinhardt C., Bell P., Maier A., Christlein V.:
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning
In: Journal of Computing and Cultural Heritage (2022)
ISSN: 1556-4673
DOI: 10.1145/3569089
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Maier A., Köstler H., Heisig M., Krauß P., Yang SH.:
Known operator learning and hybrid machine learning in medical imaging - A review of the past, the present, and the future
In: Progress in Biomedical Engineering 4 (2022), Article No.: 022002
ISSN: 2516-1091
DOI: 10.1088/2516-1091/ac5b13
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Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Rigid and Non-Rigid Motion Compensation in Weight-Bearing CBCT of the Knee Using Simulated Inertial Measurements
In: IEEE Transactions on Biomedical Engineering 69 (2022), p. 1608-1619
ISSN: 0018-9294
DOI: 10.1109/TBME.2021.3123673
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Maksoud Z., Schmidt M., Huang Y., Rutzner S., Mansoorian S., Weissmann T., Bert C., Distel L., Semrau S., Lettmaier S., Eyüpoglu IY., Fietkau R., Putz F.:
Transient Enlargement in Meningiomas Treated with Stereotactic Radiotherapy
In: Cancers 14 (2022), p. 1-13
ISSN: 2072-6694
DOI: 10.3390/cancers14061547
URL: https://www.mdpi.com/2072-6694/14/6/1547
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Maloca PM., Feu-Basilio S., Schottenhamml J., Valmaggia P., Scholl HP., Rosinés-Fonoll J., Marin-Martinez S., Inglin N., Reich M., Lange C., Egan C., Zweifel S., Tufail A., Spaide RF., Zarranz-Ventura J.:
Reference database of total retinal vessel surface area derived from volume-rendered optical coherence tomography angiography
In: Scientific Reports 12 (2022), p. 3695-
ISSN: 2045-2322
DOI: 10.1038/s41598-022-07439-2
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Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Thomas S., Kausch L., Maier A., Kunze H.:
Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
In: Journal of Medical Imaging 9 (2022), p. 1-19
ISSN: 2329-4310
DOI: 10.1117/1.JMI.9.3.034001
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Marzahl C., Hill J., Stayt J., Bienzle D., Welker L., Wilm F., Voigt J., Aubreville M., Maier A., Klopfleisch R., Breininger K., Bertram CA.:
Inter-species cell detection - datasets on pulmonary hemosiderophages in equine, human and feline specimens
In: Scientific Data 9 (2022)
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01389-0
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Maul N., Roser P., Birkhold A., Kowarschik M., Zhong X., Strobel N., Maier A.:
Learning-based occupational x-ray scatter estimation
In: Physics in Medicine and Biology 67 (2022)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ac58dc
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Metzner C., Schilling A., Traxdorf M., Tziridis K., Maier A., Schulze H., Krauß P.:
Classification at the accuracy limit: facing the problem of data ambiguity
In: Scientific Reports 12 (2022), Article No.: 22121
ISSN: 2045-2322
DOI: 10.1038/s41598-022-26498-z
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Muneton-Santa G., Escobar-Grisales D., Orlando Lopez-Pabon F., Pérez Toro PA., Orozco Arroyave JR.:
Classification of Poverty Condition Using Natural Language Processing
In: Social Indicators Research (2022)
ISSN: 0303-8300
DOI: 10.1007/s11205-022-02883-z
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Nikolaidou K., Seuret M., Mokayed H., Liwicki M.:
A survey of historical document image datasets
In: International Journal on Document Analysis and Recognition (2022)
ISSN: 1433-2833
DOI: 10.1007/s10032-022-00405-8
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Ogawa R., Kido T., Shiraishi Y., Yagi Y., Yoon SS., Wetzl J., Schmidt M., Kido T.:
Neural network-based fully automated cardiac resting phase detection algorithm compared with manual detection in patients
In: Acta Radiologica Open 11 (2022)
ISSN: 2047-9816
DOI: 10.1177/20584601221137772
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Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data
In: Scientific Reports 12 (2022), Article No.: 14851
ISSN: 2045-2322
DOI: 10.1038/s41598-022-19045-3
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Patwari M., Gutjahr R., Raupach R., Maier A.:
Limited parameter denoising for low-dose X-ray computed tomography using deep reinforcement learning
In: Medical Physics 49 (2022), p. 4540 - 4553
ISSN: 0094-2405
DOI: 10.1002/mp.15643
URL: https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15643
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Periyasamy M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022)
ISSN: 1939-1404
DOI: 10.1109/JSTARS.2022.3148033
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Pérez Toro PA., Arias Vergara T., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco Arroyave JR.:
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing
In: Speech Communication 145 (2022), p. 10-20
ISSN: 0167-6393
DOI: 10.1016/j.specom.2022.09.001
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Pérez Toro PA., Arias Vergara T., Klumpp P., Vásquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR.:
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing
In: Speech Communication 145 (2022), p. 10-20
ISSN: 0167-6393
DOI: 10.1016/j.specom.2022.09.001
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Pérez Toro PA., Rodríguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
In: Smart Health 26 (2022), Article No.: 100347
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2022.100347
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Pérez Toro PA., Rodríguez Salas D., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Maier A.:
Interpreting acoustic features for the assessment of Alzheimer's disease using ForestNet
In: Smart Health 26 (2022), Article No.: 100347
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2022.100347
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Rafael Calvo-Ariza N., Felipe Gomez-Gomez L., Orozco Arroyave JR.:
Classical FE Analysis to Classify Parkinson’s Disease Patients
In: Electronics 11 (2022), Article No.: 3533
ISSN: 2079-9292
DOI: 10.3390/electronics11213533
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Rist L., Taubmann O., Thamm F., Ditt H., Sühling M., Maier A.:
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients
In: International Journal of Computer Assisted Radiology and Surgery (2022)
ISSN: 1861-6410
DOI: 10.1007/s11548-022-02750-9
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Rodrigues VF., Antunes RS., Seewald LA., Bazo R., dos Reis ES., dos Santos UJ., Righi RdR., da S. LG., da Costa CA., Bertollo FL., Maier A., Eskofier B., Horz T., Pfister M., Fahrig R.:
A multi-sensor architecture combining human pose estimation and real-time location systems for workflow monitoring on hybrid operating suites
In: Future Generation Computer Systems-The International Journal of Grid Computing Theory Methods and Applications 135 (2022), p. 283-298
ISSN: 0167-739X
DOI: 10.1016/j.future.2022.05.006
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Rueda A., Vasquez Correa J., Orozco Arroyave JR., Nöth E., Krishnan S.:
Empirical Mode Decomposition articulation feature extraction on Parkinson's Diadochokinesia
In: Computer Speech and Language 72 (2022)
ISSN: 0885-2308
DOI: 10.1016/j.csl.2021.101322
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Schilling A., Gerum R., Metzner C., Maier A., Krauß P.:
Intrinsic Noise Improves Speech Recognition in a Computational Model of the Auditory Pathway
In: Frontiers in Neuroscience 16 (2022), Article No.: 908330
ISSN: 1662-4548
DOI: 10.3389/fnins.2022.908330
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Schraut T., Schützenberger A., Arias Vergara T., Kunduk M., Echternach M., Döllinger M.:
Machine learning based estimation of hoarseness severity from sustained vowels
In: Journal of the Acoustical Society of America 152 (2022), p. A141-A141
ISSN: 0001-4966
DOI: 10.1121/10.0015825
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Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering
In: IEEE/ACM Transactions on Audio, Speech and Language Processing 30 (2022), p. 2716-2728
ISSN: 2329-9290
DOI: 10.1109/TASLP.2022.3198548
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Sievert M., Aubreville M., Gostian AO., Mantsopoulos K., Koch M., Müller-Hübner S., Eckstein M., Rupp R., Stelzle F., Oetter N., Maier A., Iro H., Goncalves M.:
Validity of tissue homogeneity in confocal laser endomicroscopy on the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma
In: European Archives of Oto-Rhino-Laryngology (2022)
ISSN: 0937-4477
DOI: 10.1007/s00405-022-07304-y
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Sievert M., Mantsopoulos K., Müller-Hübner S., Eckstein M., Rupp R., Aubreville M., Stelzle F., Oetter N., Maier A., Iro H., Goncalves M.:
Systematic interpretation of confocal laser endomicroscopy: larynx and pharynx confocal imaging score Interpretazione sistematica dell’endomicroscopia confocale laser: punteggio endomicroscopico confocale laringeo e faringeo
In: Acta Otorhinolaryngologica Italica 42 (2022), p. 26-33
ISSN: 0392-100X
DOI: 10.14639/0392-100X-N1643
BibTeX: Download
Singh Khural B., Baer-Beck M., Fournie E., Stierstorfer K., Huang Y., Maier A.:
Deep Learning-based Extended Field of View Computed Tomography Image Reconstruction: Influence of Network Design on Image Estimation Outside the Scan Field of View
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac47fc
URL: https://iopscience.iop.org/article/10.1088/2057-1976/ac47fc
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Sohani M., van der Geest RJ., Maier A., Powell AJ., Moghari MH.:
Improved cardiac T1 mapping accuracy and precision with a new hybrid MOLLI and SASHA technique: MOSHA
In: Magnetic Resonance Imaging 89 (2022), p. 33-41
ISSN: 0730-725X
DOI: 10.1016/j.mri.2022.02.004
BibTeX: Download
Stöwer P., Schliecker C., Schilling A., Metzner C., Maier A., Krauß P.:
Neural network based successor representations to form cognitive maps of space and language
In: Scientific Reports (2022)
ISSN: 2045-2322
DOI: 10.1038/s41598-022-14916-1
URL: https://www.nature.com/articles/s41598-022-14916-1
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Thamm F., Jürgens M., Taubmann O., Thamm A., Rist L., Ditt H., Maier A.:
An Algorithm for the Labeling and Interactive Visualization of the Cerebrovascular System of Ischemic Strokes
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac9415
BibTeX: Download
Thies M., Wagner F., Huang Y., Gu M., Kling L., Pechmann S., Aust O., Grüneboom A., Schett G., Christiansen SH., Maier A.:
Calibration by differentiation – Self-supervised calibration for X-ray microscopy using a differentiable cone-beam reconstruction operator
In: Journal of Microscopy (2022)
ISSN: 0022-2720
DOI: 10.1111/jmi.13125
BibTeX: Download
Wagner F., Thies M., Denzinger F., Gu M., Patwari M., Ploner S., Maul N., Pfaff L., Huang Y., Maier A.:
Trainable joint bilateral filters for enhanced prediction stability in low-dose CT
In: Scientific Reports 12 (2022), Article No.: 17540
ISSN: 2045-2322
DOI: 10.1038/s41598-022-22530-4
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Wagner F., Thies M., Gu M., Huang Y., Pechmann S., Patwari M., Ploner S., Aust O., Uderhardt S., Schett G., Christiansen SH., Maier A.:
Ultra low‐parameter denoising: Trainable bilateral filter layers in computed tomography
In: Medical Physics 49 (2022), p. 5107-5120
ISSN: 0094-2405
DOI: 10.1002/mp.15718
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Wilm F., Benz M., Bruns V., Baghdadlian S., Dexl J., Hartmann D., Kuritcyn P., Weidenfeller M., Wittenberg T., Merkel S., Hartmann A., Eckstein M., Geppert CI.:
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
In: Journal of Medical Imaging 9 (2022)
ISSN: 2329-4310
DOI: 10.1117/1.JMI.9.2.027501
BibTeX: Download
Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) dataset
In: Scientific Data 9 (2022), Article No.: 588
ISSN: 2052-4463
DOI: 10.1038/s41597-022-01692-w
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Zhuang X., Xu J., Luo X., Chen C., Ouyang C., Rueckert D., Campello VM., Lekadir K., Vesal S., Ravikumar N., Liu Y., Luo G., Chen J., Li H., Ly B., Sermesant M., Roth H., Zhu W., Wang J., Ding X., Wang X., Yang S., Li L.:
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge
In: Medical Image Analysis 81 (2022), Article No.: 102528
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102528
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Articles in Conference Proceedings

Amsel D., Yoon SS., Wetzl J., Maier A.:
Diffeomorphic Image Registration for CINE Cardio MR images using deep learning
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download
Arbogast N., Kordon F., Kunze H., Swartman B., El Barbari JS., Breininger K.:
Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_30
BibTeX: Download
Aust O., Thies M., Weidner D., Wagner F., Pechmann S., Mill L., Andreev D., Miyagawa I., Krönke G., Christiansen S., Uderhardt S., Maier A., Grüneboom A.:
Tibia Cortical Bone Segmentation in Micro-CT and X-ray Microscopy Data Using a Single Neural Network
German Workshop on Medical Image Computing, 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_68
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Bayerl SP., Von Gudenberg AW., Hoenig F., Nöth E., Riedhammer K.:
KSoF: The Kassel State of Fluency Dataset - A Therapy Centered Dataset of Stuttering
13th International Conference on Language Resources and Evaluation (LREC) (Marseille)
In: LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, PARIS: 2022
BibTeX: Download
Bayerl SP., Wagner D., Nöth E., Bocklet T., Riedhammer K.:
The Influence of Dataset Partitioning on Dysfluency Detection Systems
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_35
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Bayerl SP., Wagner D., Nöth E., Riedhammer K.:
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10908
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Bergler C., Barnhill A., Perrin D., Schmitt M., Maier A., Nöth E.:
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning
23nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, Korea, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 2022
DOI: 10.21437/interspeech.2022-846
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Bergler C., Schmitt M., Maier A., Cheng RX., Barth V., Nöth E.:
ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
DOI: 10.1109/icassp43922.2022.9746623
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Bhandary Panambur A., Madhu P., Maier A.:
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning
German Workshop on Medical Image Computing, 2022
DOI: 10.1007/978-3-658-36932-3_38
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Chatterjee S., Ramachandran A., Neergaard TF., Maier A., Bayer S.:
Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning (Hybrid, December 9, 2022 - December 9, 2022)
In: NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning 2022
Open Access: https://www.climatechange.ai/papers/neurips2022/46
URL: https://www.climatechange.ai/papers/neurips2022/46
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Christlein V., Marthot-Santaniello I., Mayr M., Nicolaou A., Seuret M.:
Writer Retrieval and Writer Identification in Greek Papyri
International Graphonomics Conference (Las Palmas de Gran Canaria, June 7, 2022 - June 9, 2022)
In: Springer (ed.): Intertwining Graphonomics with Human Movements 2022
DOI: 10.1007/978-3-031-19745-1_6
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Demir K., May M., Schmid A., Uder M., Breininger K., Weise T., Maier A., Yang SH.:
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant Using Interventional Radiology Workflow Analysis
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_38
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Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
Open Access: https://openreview.net/pdf?id=vVPMifME8b
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Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
International Conference on Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
In: PMLR (ed.): PMLR 2022
URL: https://proceedings.mlr.press/v172/denzinger22a.html
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Dörfler A., Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Maier A., Fietkau R., Putz F.:
Improvement of Deep Learning-based Auto-detection of Brain Metastases by Integrating previous MRI Images
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
BibTeX: Download
Dürr S., Schützenberger A., Kist A., Semmler M., Schraut T., Arias Vergara T., Döllinger M.:
High-speed video endoscopy to improve the diagnosis of voice disorders
DOI: 10.1055/s-0042-1746963
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Eckert D., Ritschl L., Herbst M., Wicklein J., Vesal S., Kappler S., Maier A., Stober S.:
Deep learning based denoising of mammographic x-ray images: an investigation of loss functions and their detail-preserving properties
Medical Imaging 2022: Physics of Medical Imaging (Virtual, Online, March 21, 2022 - March 27, 2022)
In: Wei Zhao, Lifeng Yu (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2022
DOI: 10.1117/12.2612403
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El-Ghoussani A., Rodriguez Salas D., Seuret M., Maier A.:
GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_66
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El-Ghoussani A., Rodríguez Salas D., Seuret M., Maier A.:
GAN-based Augmentation of Mammograms to Improve Breast Lesion Detection
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_66
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Escobar-Grisales D., Rios-Urrego CD., Gallo-Aristizabal JD., Lopez-Santander DA., Calvo-Ariza NR., Nöth E., Orozco-Arroyave JR.:
Colombian Dialect Recognition from Call-Center Conversations Using Fusion Strategies
9th Workshop on Engineering Applications (WEA) (Bogota, COLOMBIA)
In: APPLIED COMPUTER SCIENCES IN ENGINEERING, WEA 2022, CHAM: 2022
DOI: 10.1007/978-3-031-20611-5_5
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Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Maier A., Roemer F., Simon D., Schett G.:
CLASSIFICATION OF PSORIATIC ARTHRITIS, SERONEGATIVE RHEUMATOID ARTHRITIS, AND SEROPOSITIVE RHEUMATOID ARTHRITIS USING DEEP LEARNING ON MAGNETIC RESONANCE IMAGING
EULAR Congress (Kopenhagen, June 1, 2022 - June 4, 2022)
In: Prof Josef Smolen (ed.): Supplement 1 2022
DOI: 10.1136/annrheumdis-2022-eular.966
URL: https://ard.bmj.com/content/81/Suppl_1/194.2
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Folle L., Bayat S., Kleyer A., Fagni F., Kapsner L., Schlereth M., Meinderink T., Breininger K., Tascilar K., Krönke G., Uder M., Sticherling M., Bickelhaupt S., Schett G., Maier A., Roemer F., Simon D.:
Neural Networks for Distinguishing Rheumatoid Arthritis from Psoriatic Arthritis by Using Magnetic Resonance Imaging
ACR Convergence 2022 (Philadelphia, PA, November 10, 2022 - November 14, 2022)
In: Arthritis Rheumatol. 2022
Open Access: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
URL: https://acrabstracts.org/abstract/neural-networks-for-distinguishing-rheumatoid-arthritis-from-psoriatic-arthritis-by-using-magnetic-resonance-imaging/
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Folle L., Meinderink T., Simon D., Liphardt AM., Thies M., Krönke G., Schett G., Kleyer A., Maier A.:
Automated Bone Density Measurements using Deep Learning
QMSKI (Nordwijk, June 12, 2022 - June 17, 2022)
In: Bert van Rietbergen, Harry van Lenthe, Quentin Grimal (ed.): 23 2022
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Folle L., Tkotz K., Liebert A., Gadjimuradov F., Kapsner L., Fabian M., Bickelhaupt S., Simon D., Kleyer A., Krönke G., Roemer F., Zaiß M., Nagel AM., Maier A.:
Super-Resolution for CEST MRI
Joint annual meeting ISMRM-ESMRMB ISMRT (London, England, May 7, 2022 - May 12, 2022)
URL: https://submissions.mirasmart.com/ISMRM2022/itinerary/PresentationDetail.aspx?evdid=3032
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Fu W., Husvogt L., Breininger K., Schaffert R., Abu-Qamar O., Fujimoto JG., Maier A.:
Form Follows Function: Smart Network Design Enables Zero-shot Network Reuse
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_26
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Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Efficient Exploitation of Image Repetitions in MR Reconstruction
Medical Imaging with Deep Learning (Zürich)
Open Access: https://openreview.net/forum?id=7CnEuy4_Iwv
BibTeX: Download
Gomaa A., Maier A., Kosti RV.:
Supervised Contrastive Learning for Robust and Efficient Multi-modal Emotion and Sentiment Analysis
26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal, CANADA)
In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
DOI: 10.1109/ICPR56361.2022.9956637
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Gouet-Brunet V., Kosti RV., Weng L.:
SUMAC'22 Chairs' Welcome
4th ACM International Workshop on Structuring and Understanding of Multimedia heritAge Contents, SUMAC 2022 (Lisboa, October 10, 2022)
In: SUMAC 2022 - Proceedings of the 4th ACM International Workshop on Structuring and Understanding of Multimedia heritAge Contents 2022
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Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Dissecting Glaciers - Can an Automated Bio-Medical Image Segmentation Tool also Segment Glaciers?
EGU General Assembly 2022 (Vienna, Austria, May 23, 2022 - May 27, 2022)
DOI: 10.5194/egusphere-egu22-2726
BibTeX: Download
Gu M., Vesal S., Kosti RV., Maier A.:
Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_5
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Haase V., Noo F., Stierstorfer K., Maier A., McNitt-Gray M.:
Reproducibility in dual energy CT: the impact of a projection domain material decomposition method
7th International Conference on Image Formation in X-Ray Computed Tomography (Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646523
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Herl G., Maier A., Zabler S.:
X-ray CT Data Completeness Condition for Sets of Arbitrary Projections
7th International Conference on Image Formation in X-Ray Computed Tomography (Virtual, Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646435
BibTeX: Download
Hernandez A., Klumpp P., Das BK., Maier A., Yang SH.:
Autoblog 2021: The Importance of Language Models for Spontaneous Lecture Speech
25th International Conference on Text, Speech and Dialogue (Brno, Czech Republic, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Text, Speech, and Dialogue 25th International Conference, TSD 2022, Brno, Czech Republic, September 6–9, 2022, Proceedings, Springer Nature Switzerland AG: 2022
DOI: 10.1007/978-3-031-16270-1_24
URL: https://link.springer.com/chapter/10.1007/978-3-031-16270-1_24
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Hernandez A., Pérez Toro PA., Nöth E., Orozco Arroyave JR., Maier A., Yang SH.:
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition
Interspeech (Seoul, September 18, 2022 - September 22, 2022)
In: Proceedings of Interspeech 2022 2022
DOI: 10.21437/Interspeech.2022-10674
URL: https://www.isca-speech.org/archive/interspeech_2022/hernandez22_interspeech.html
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Hofmann A., Klein L., Lomakin K., Sippel M., Gold G.:
Additively Manufactured WR15 Waveguide to Microstrip Transition for Broadband V-Band Applications
European Microwave Conference (EuMC) (Milan, Italy)
DOI: 10.23919/eumc54642.2022.9924342
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Hofmann A., Lomakin K., Sippel M., Gold G.:
Additively Manufactured Broadwall Waveguide Couplers for V-Band Applications
German Microwave Conference (GeMIC) (Ulm)
In: German Microwave Conference 2022
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Hofmann A., Lomakin K., Sippel M., Gold G.:
Additively Manufactured Slotted Waveguides for THz Applications
International Microwave Symposium (IMS) (Denver, CO)
In: IEEE/MTT-S International Microwave Symposium (IMS) 2022
DOI: 10.1109/ims37962.2022.9865365
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Huang Y., Bert C., Sommer P., Frey B., Gaipl U., Distel L., Weissmann T., Uder M., Schmidt M., Dörfler A., Maier A., Fietkau R., Putz F.:
Verbesserung der Deep Learning basierten Autodetektion von Hirnmetastasen durch Integration von MRT-Voraufnahmen
DEGRO 2022 (Stuttgart, May 26, 2022 - May 28, 2022)
In: Strahlentherapie und Onkologie 2022
DOI: 10.1007/s00066-022-01932-3
URL: https://link.springer.com/article/10.1007/s00066-022-01932-3
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Huang Y., Maier A., Sommer P., Fischer S., Srinivasan AL., Fietkau R., Bert C., Putz F.:
Deep Learning based Prediction of Glioma Growth by using "Growing Neural Cellular Automata"
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
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Huang Y., Maier A., Sommer P., Fischer S., Srinivasan AL., Fietkau R., Bert C., Putz F.:
Deep Learning basierte Vorhersage von Gliomwachstum mittels Growing Neural Cellular Automata
DEGRO 2022 (Stuttgart, May 26, 2022 - May 28, 2022)
In: Strahlentherapie und Onkologie 2022
DOI: 10.1007/s00066-022-01932-3
URL: https://link.springer.com/article/10.1007/s00066-022-01932-3
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Kassam J., Thamm F., Rist L., Taubmann O., Maier A.:
Detecting Large Vessel Occlusions using Graph Deep Learning
GeoMedIA 2022 Workshop Submission
BibTeX: Download
Kim J., Gadjimuradov F., Benkert T., Vahle T., Maier A.:
Deep Learning-Based Respiratory Motion Correction in Free-Breathing Abodiminal Diffusion-Weighted Imaging
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download
Klein L., Enzmann L., Byl A., Liu C., Sawall S., Maier A., Maier J., Lell M., Kachelrieß M.:
Organ-Specific vs. Patient Risk-Specific Tube Current Modulation in Thorax CT Scans Covering the Female Breast
7th International Conference on Image Formation in X-Ray Computed Tomography (Virtual, Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646582
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Klumpp P., Arias-Vergara T., Perez-Toro PA., Nöth E., Orozco-Arroyave JR.:
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling
13th International Conference on Language Resources and Evaluation (LREC) (Marseille, FRANCE)
In: LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, PARIS: 2022
DOI: 10.5281/zenodo.5846137
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Koch T., Liebezeit F., Rieß C., Christlein V., Köhler T.:
Exploring the Open World Using Incremental Extreme Value Machines
International Conference on Pattern Recognition (ICPR) (Montréal, August 21, 2022 - August 25, 2022)
In: 2022 26th International Conference on Pattern Recognition (ICPR) 2022
DOI: 10.1109/ICPR56361.2022.9956423
URL: https://faui1-files.cs.fau.de/public/publications/mmsec/2022-Koch-ICPR.pdf
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Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_17
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Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Deep Geometric Supervision Improves Spatial Generalization in Orthopedic Surgery Planning
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Wang L, Dou Q, Fletcher PT, Speidel S, Li S (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, Cham: 2022
DOI: 10.1007/978-3-031-16449-1_59
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Kordowich G., Lorz T., Jaworski M., Klumpp P., Pérez Toro PA., Gaube S., Kereit M., Böhme K., Nöth E., Jäger J.:
Erdschlusserkennung basierend auf Künstlichen Neuronalen Netzen
12. VDE ETG-/FNN-Tutorial Schutz- und Leittechnik (Berlin, June 21, 2022 - June 22, 2022)
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Kunze H., Kordon F., Maier A., Breininger K.:
Direct and indirect image rotation estimation methods of orthopedic x-ray images
SPIE Medical Imaging 2022 (San Diego, CA, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medical Imaging 2022: Image Processing 2022
DOI: 10.1117/12.2606045
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Kunzmann S., Marzahl C., Denzinger F., Bertram C., Klopfleisch R., Breininger K., Christlein V., Maier A.:
First Steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_48
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Lam K., Husvogt L., Yaghy A., Camacho A., Maier A., Waheed NK.:
Automatic identification of Microaneurysms in Diabetic Retinopathy patients utilizing an nn-UNet
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2022
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Madhu P., Meyer A., Zinnen M., Mührenberg L., Suckow D., Bendschus T., Reinhardt C., Bell P., Verstegen U., Kosti RV., Maier A., Christlein V.:
One-Shot Object Detection in Heterogeneous Artwork Datasets
2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, Austria, April 19, 2022 - April 22, 2022)
DOI: 10.1109/IPTA54936.2022.9784141
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Maier A., Yang SH., Maleki F., Muthukrishnan N., Forghani R.:
Offer Proprietary Algorithms Still Protection of Intellectual Property in the Age of Machine Learning?: A Case Study Using Dual Energy CT Data
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_70
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Mardin CY., Lucio M., Wallukat G., Szewczykowski C., Hoffmanns J., Raith F., Schröder T., Schottenhamml J., Lämmer R., Hohberger B.:
Possible Impact of functional active GPCR-autoantibodies on retinal microcirculation in Long-COVID
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2022
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Martín Vicario C., Kordon F., Denzinger F., El Barbari JS., Privalov M., Franke J., Maier A., Kunze H.:
Normalization techniques for CNN based analysis of surgical cone beam CT volumes
SPIE Medical Imaging 2022 (San Diego, California, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medial Imaging 2022, Image Processing 2022
DOI: 10.1117/12.2606973
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Mattick A., Mayr M., Maier A., Christlein V.:
Is Multitask Learning Always Better?
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_45
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Mayr M., Felker A., Maier A., Christlein V.:
Combining Visual and Linguistic Models for a Robust Recipient Line Recognition in Historical Documents
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_40
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Meister F., Audigier C., Passerini T., Lluch È., Mihalef V., Maier A., Tommaso M.:
Fast Automatic Liver Tumor Radiofrequency Ablation Planning via Learned Physics Model
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Springerf (ed.): 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part VII, Singapore: 2022
DOI: 10.1007/978-3-031-16449-1_17
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Melsheimer B., Jahn A., Putnings M., Valianos S., Walther M.:
Towards a CRIS-integrated solution for University Press workflows
CRIS2022: 15th International Conference on Current Research Information Systems (Dubrovnik, May 12, 2022 - May 14, 2022)
DOI: 10.1016/j.procs.2022.10.185
URL: https://dspacecris.eurocris.org/handle/11366/1979
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Moreno-Acevedo SA., Escobar-Grisales D., Vasquez-Correa JC., Orozco Arroyave JR.:
Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets
9th Workshop on Engineering Applications (WEA) (Bogota)
In: APPLIED COMPUTER SCIENCES IN ENGINEERING, WEA 2022, CHAM: 2022
DOI: 10.1007/978-3-031-20611-5_4
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Nau M., Schiffers F., Li Y., Xu B., Maier A., Tumblin J., Walton M., Katsaggelos AK., Willomitzer F., Cossairt O.:
Skinscan: 3D Dermatologic Diagnosis and Documentation with Commodity Devices
Asilomar Conference on Signals, Systems, and Computers (Pacific Grove, United States, October 31, 2021 - November 3, 2021)
In: IEEE (ed.): Asilomar Proceedings 2022
DOI: 10.1109/IEEECONF53345.2021.9723389
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Nicolaou A., Christlein V., Riba E., Shi J., Vogeler G., Seuret M.:
TorMentor: Deterministic dynamic-path, data augmentations with fractals
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (New Orleans, LA, June 19, 2022 - June 20, 2022)
In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022
DOI: 10.1109/CVPRW56347.2022.00305
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Nikolaidou K., Upadhyay R., Seuret M., Liwicki M.:
Investigating the Effect of Using Synthetic and Semi-synthetic Images for Historical Document Font Classification
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_41
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Pfaff L., Hoßbach J., Preuhs E., Arroyo Camejo S., Nickel MD., Maier A., Wuerfl T.:
Training a tunable, spatially-adaptive denoiser without clean targets
ISMRM
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Ploner S., Chen S., Moult E., Husvogt L., Schottenhamml J., Waheed NK., Fujimoto JG., Maier A.:
Ultrahigh resolution OCT, volume merging, and advanced signal reconstruction improve visualization of the RPE-Bruch's complex
In: Investigative Ophthalmology & Visual Science, Rockville: 2022
URL: https://iovs.arvojournals.org/article.aspx?articleid=2782224
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Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto J., Maier A.:
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT
25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, SGP, September 18, 2022 - September 22, 2022)
In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16434-7_50
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Popp A., Taubmann O., Thamm F., Ditt H., Maier A., Breininger K.:
Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning
Bildverarbeitung in der Medizin 2022 (Heidelberg)
In: Bildverarbeitung in der Medizin 2022
DOI: 10.1007/978-3-658-36932-3_33
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Pérez Toro PA., Klumpp P., Hernandez A., Arias Vergara T., Lillo P., Slachevsky A., García AM., Schuster M., Maier A., Nöth E., Orozco Arroyave JR.:
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10883
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Pérez-Toro PA., Klumpp P., Vasquez-Correa JC., Schuster M., Nöth E., Orozco-Arroyave JR., Arias Vergara T.:
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, CZE, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_29
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Rao D., Maass N., Dennerlein F., Maier A., Huang Y.:
Machine Learning-based Detection of Spherical Markers in CT Volumes
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_11
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Ravi A., Kordon F., Maier A.:
Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_20
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Reymann M., Massanes F., Kuwert T., Vija AH., Maier A.:
Effect of High-Uptake Regions with Inconsistent Motion on Data Driven Respiratory Gating in SPECT Myocardial Perfusion Imaging using Digital Phantoms
In: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, NEW YORK: 2022
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Reymann M., Massanes F., Kuwert T., Vija H., Maier A.:
Digital Twinning of Dynamic Anthropomorphic Population for Assessment of Data Driven Respiratory Gating Methods in SPECT
In: IEEE Nuclear Science Symposium and Medical Imaging Conference, Milano: 2022
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Rios-Urrego CD., Moreno-Acevedo SA., Nöth E., Orozco Arroyave JR.:
End-to-End Parkinson’s Disease Detection Using a Deep Convolutional Recurrent Network
25th International Conference on Text, Speech, and Dialogue, TSD 2022 (Brno, September 6, 2022 - September 9, 2022)
In: Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-16270-1_27
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Rivera Monroy L., Eberhardt M., Ostalecki C., Baur A., Vera J., Maier A.:
Melanoma Segmentation and Classification Employing Imaging and Graph Encodings
7th IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 (Washington, DC, November 17, 2022 - November 19, 2022)
In: Proceedings - 2022 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2022 2022
DOI: 10.1145/3551455.3559153
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Rohleder M., Gottschalk T., Maier A., Kreher BW.:
Cross-Domain Metal Segmentation for CBCT Metal Artifact Reduction
7th International Conference on Image Formation in X-Ray Computed Tomography (Online, June 12, 2022 - June 16, 2022)
In: Joseph Webster Stayman (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2022
DOI: 10.1117/12.2646382
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Schlereth M., Stromer D., Breininger K., Wagner A., Tan L., Maier A., Knieling F.:
Automatic Classification of Neuromuscular Diseases in Children Using Photoacoustic Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_60
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Schlereth M., Stromer D., Mantri Y., Tsujimoto J., Breininger K., Maier A., Anderson C., Garimella PS., Jokerst JV.:
Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_56
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Schmidt A., Madhu P., Maier A., Christlein V., Kosti RV.:
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings
2022 Eleventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Salzburg, April 19, 2022 - April 22, 2022)
DOI: 10.1109/IPTA54936.2022.9784144
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Schottenhamml J., Würfl T., Ploner S., Husvogt L., Hohberger B., Fujimoto JG., Maier A.:
Unsupervised OCT Denoising using speckle split
ARVO annual meeting 2022 (Denver)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2022
DOI: 10.1038/s41598-023-37324-5
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Schröter H., Escalante-B AN., Rosenkranz T., Maier A.:
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio
International Workshop on Acoustic Signal Enhancement (IWAENC 2022) (Bamberg, September 5, 2022 - September 8, 2022)
In: International Workshop on Acoustic Signal Enhancement (IWAENC 2022) 2022
DOI: 10.1109/iwaenc53105.2022.9914782
URL: https://github.com/Rikorose/DeepFilterNet
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Schröter H., Escalante-B AN., Rosenkranz T., Maier A.:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
ICASSP 2022 (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
DOI: 10.1109/icassp43922.2022.9747055
URL: https://github.com/Rikorose/DeepFilterNet
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Schuller BW., Batliner A., Amiriparian S., Bergler C., Gerczuk M., Holz N., Larrouy-Maestri P., Bayerl S., Riedhammer K., Mallol-Ragolta A., Pateraki M., Coppock H., Kiskin I., Sinka M., Roberts S.:
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
30th ACM International Conference on Multimedia (Lisbon, Portugal, October 10, 2022 - October 14, 2022)
In: Proceedings of the 30th ACM International Conference on Multimedia 2022
DOI: 10.1145/3503161.3551591
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Schäfer P., Pérez Toro PA., Klumpp P., Orozco Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, KOR, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
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Schäfer P., Pérez Toro PA., Klumpp P., Orozco-Arroyave JR., Nöth E., Maier A., Abad A., Schuster M., Arias Vergara T.:
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
URL: https://www.scopus.com/record/display.uri?eid=2-s2.0-85140086069∨igin=inward
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Sindel A., Hernandez A., Yang SH., Christlein V., Maier A.:
SliTraNet: Automatic Detection of Slide Transitions in Lecture Videos using Convolutional Neural Networks
OAGM Workshop 2021 (, November 24, 2021 - November 25, 2021)
In: Proceedings of the OAGM Workshop 2021. Computer Vision and Pattern Analysis Across Domains 2022
DOI: 10.3217/978-3-85125-869-1-10
URL: https://openlib.tugraz.at/download.php?id=621f329186973&location=browse
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Sindel A., Hohberger B., Fassihi Dehcordi S., Mardin CY., Lämmer R., Maier A., Christlein V.:
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-modal Retinal Image Registration
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein, K., Deserno, T.M., Handels, H., Maier, A., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_12
URL: https://arxiv.org/pdf/2201.02242.pdf
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Sindel A., Hohberger B., Maier A., Christlein V.:
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 (Singapore, September 18, 2022 - September 22, 2022)
In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 2022
DOI: 10.1007/978-3-031-16446-0_11
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Sommer P., Huang Y., Fischer S., Srinivasan AL., Dörfler A., Schmidt M., Frey B., Maier A., Fietkau R., Bert C., Putz F.:
Identification of High-risk Metastases in MRI Follow-up after Stereotaxic by using Radiomics and Delta Radiomics
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
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Sommer P., Huang Y., Srinivasan AL., Fischer S., Dörfler A., Schmidt M., Frey B., Maier A., Fietkau R., Bert C., Putz F.:
Distinguishing Progression and Radionecrosis in large progressive Brain Metastases after Stereotaxy by integrating Radiomics, Dose Radiomics and clinical Risk Factors
In: STRAHLENTHERAPIE UND ONKOLOGIE, HEIDELBERG: 2022
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Stöwer P., Krauß P., Maier A.:
Neural network based successor representations to form cognitive maps
Bernstein Conference (Berlin, September 13, 2022 - September 16, 2022)
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Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon FJ., Kappler S., Maier A.:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_13
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Sukesh R., Seuret M., Nicolaou A., Mayr M., Christlein V.:
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches
15th IAPR International Workshop on Document Analysis Systems, DAS 2022 (La Rochelle, FRA, May 22, 2022 - May 25, 2022)
In: Seiichi Uchida, Elisa Barney, Véronique Eglin (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-031-06555-2_52
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Thamm F., Taubmann O., Jürgens M., Ditt H., Maier A.:
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations
Bildverarbeitung für die Medizin 2022 (Deutsches Krebsforschungszentrum, Heidelberg, Deutschland, March 20, 2022 - March 22, 2022)
In: Bildverarbeitung für die Medizin 2022 2022
DOI: 10.1007/978-3-658-36932-3_9
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Thamm F., Taubmann O., Jürgens M., Thamm A., Denzinger F., Rist L., Ditt H., Maier A.:
Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 (Singapore, September 18, 2022 - September 22, 2022)
DOI: 10.1007/978-3-031-16437-8_61
URL: https://link.springer.com/chapter/10.1007/978-3-031-16437-8_61
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Thies M., Wagner F., Gu M., Folle L., Felsner L., Maier A.:
Learned Cone-Beam CT Reconstruction Using Neural Ordinary Differential Equations
7th International Conference on Image Formation in X-Ray Computed Tomography (Baltimore, June 12, 2022 - June 16, 2022)
In: Proceedings Volume 12304, 7th International Conference on Image Formation in X-Ray Computed Tomography; 1230409 (2022) 2022
DOI: 10.1117/12.2646442
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Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Improving the Sensitivity to Myocardial Scar in Automatic Segmentations of Left Ventricular Myocardium on LGE Images
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
In: Proceedings of the International Society for Magnetic Resonance in Medicine 2022
URL: https://index.mirasmart.com/ISMRM2022/PDFfiles/1014.html
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Vornehm M., Fenski M., Preuhs E., Maier A., Schulz-Menger J., Wetzl J., Giese D.:
Myocardial scar segmentation on cardiac LGE images with reduced contrast agent dose using deep learning
24. Jahrestagung der Deutschen Sektion der ISMRM (Aachen, September 21, 2022 - September 24, 2022)
In: Abstractband der 24. Jahrestagung der Deutschen Sektion der ISMRM 2022
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Wagner F., Thies M., Karolczak M., Pechmann S., Huang Y., Gu M., Kling L., Weidner D., Aust O., Schett G., Christiansen S., Maier A.:
Monte Carlo Dose Simulation for In-Vivo X-Ray Nanoscopy
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_22
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Weise T., Maier A., Nöth E., Heismann B., Schuster M., Yang SH.:
Disentangled Latent Speech Representation for Automatic Pathological Intelligibility Assessment
Proceedings of INTERSPEECH 2022 (Songdo)
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Wilm F., Marzahl C., Breininger K., Aubreville M.:
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021 (Strasbourg, FRA, September 27, 2021 - October 1, 2021)
In: Marc Aubreville, David Zimmerer, Mattias Heinrich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-030-97281-3_1
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Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based extraction of mitral valve motion parameters on long axis CINE images – validation and application on N=2000 patient datasets
Society for Cardiovascular Magnetic Resonance 25th Annual Scientific Sessions (Fort Lauderdale, February 2, 2022 - February 5, 2022)
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Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
DOI: 10.1093/ehjci/jeac141.020
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Yoon SS., Gadjimuradov F., Schmidt M., Wetzl J., Maier A.:
Fully automated Machine Learning-based selection of optimal bSSFP frequency offset for artifact reduction in cardiac MRI
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
DOI: 10.1093/ehjci/jeac141.016
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Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Seitz A., Mahrholdt H., Toupin S., Pezel T., Garot J., Wetzl J., Maier A.:
Automated Time Adjusted Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging – Validation and Application on Patient Datasets
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
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Zinnen M., Madhu P., Bell P., Maier A., Christlein V.:
Transfer Learning for Olfactory Object Detection
Digital Humanities 2022 (Tokyo, Japan, Online, July 25, 2022 - July 29, 2022)
In: Alliance of Digital Humanities Organizations (ed.): Digital Humanities 2022 Conference Abstracts 2022
Open Access: https://arxiv.org/abs/2301.09906
URL: https://dh2022.dhii.asia/dh2022bookofabsts.pdf
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Zinnen M., Madhu P., Kosti RV., Bell P., Maier A., Christlein V.:
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition
26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining - Theory and Applications (IMTA) (Montreal)
In: 2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), NEW YORK: 2022
DOI: 10.1109/ICPR56361.2022.9956542
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Zippert P., Seuret M., Maier A., Hausotte T.:
Influence of X-Ray Radiation on Historical Paper
11th Conference on Industrial Computed Tomography (Wels, Austria, February 8, 2022 - February 11, 2022)
DOI: 10.58286/26625
URL: https://www.ndt.net/article/ctc2022/papers/ICT2022_paper_id264.pdf
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tom Dieck T., Pérez Toro PA., Arias Vergara T., Nöth E., Klumpp P.:
Wav2vec behind the Scenes: How end2end Models learn Phonetics
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, September 18, 2022 - September 22, 2022)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10865
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tom Dieck T., Pérez Toro PA., Arias Vergara T., Nöth E., Klumpp P.:
Wav2vec behind the Scenes: How end2end Models learn Phonetics
23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022
DOI: 10.21437/Interspeech.2022-10865
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Öttl M., Mönius J., Marzahl C., Rübner M., Geppert CI., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Superpixel Pre-segmentation of HER2 Slides for Efficient Annotation
German Workshop on Medical Image Computing, 2022 (Heidelberg, DEU, June 26, 2022 - June 28, 2022)
In: Klaus Maier-Hein, Thomas M. Deserno, Heinz Handels, Andreas Maier, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2022
DOI: 10.1007/978-3-658-36932-3_54
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